基于CARMA的免疫系统建模与分析

2018 IEEE 14th International Conference on Intelligent Computer Communication and Processing (ICCP) Pub Date : 2018-09-01 DOI:10.1109/ICCP.2018.8516596

Daniela Paula Petrinca, E. Todoran

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引用次数: 1

摘要

集体自适应资源共享马尔可夫智能体(CARMA)是近年来发展起来的一种随机过程代数语言，它提供了描述集体自适应系统行为的结构。通过使用CARMA和膜计算模式，我们开发和分析了免疫系统对病毒攻击的反应模型。通过在我们的CARMA模型中改变病毒传播、复制和破坏的速率，我们研究了成功免疫反应的正式条件。

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Immune System Modeling and Analysis using CARMA

CARMA(Collective Adaptive Resource-Sharing Markovian Agents) is a recently developed stochastic process algebra language which provides constructions for specifying the behavior of collective adaptive systems. By using CARMA and membrane computing patterns, in this paper we develop and analyze a model of the immune system response against virus attacks. By varying the rates of virus propagation,replication and destruction in our CARMA model, we investigate formal conditions for successful immune responses.

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来源期刊

2018 IEEE 14th International Conference on Intelligent Computer Communication and Processing (ICCP)

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